US20130173115A1 - Lane-keeping assistance method for a motor vehicle - Google Patents

Lane-keeping assistance method for a motor vehicle Download PDF

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Publication number
US20130173115A1
US20130173115A1 US13/723,645 US201213723645A US2013173115A1 US 20130173115 A1 US20130173115 A1 US 20130173115A1 US 201213723645 A US201213723645 A US 201213723645A US 2013173115 A1 US2013173115 A1 US 2013173115A1
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Prior art keywords
motor vehicle
lane
steering
curvature
vehicle
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US13/723,645
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US9037348B2 (en
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Dirk Gunia
Jens Dornhege
Torsten Wey
Jan Meier
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Ford Global Technologies LLC
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Ford Global Technologies LLC
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Assigned to FORD GLOBAL TECHNOLOGIES, LLC reassignment FORD GLOBAL TECHNOLOGIES, LLC ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: GUNIA, DIRK, MEIER, JAN, DORNHEGE, JENS, WEY, TORSTEN
Publication of US20130173115A1 publication Critical patent/US20130173115A1/en
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B62LAND VEHICLES FOR TRAVELLING OTHERWISE THAN ON RAILS
    • B62DMOTOR VEHICLES; TRAILERS
    • B62D6/00Arrangements for automatically controlling steering depending on driving conditions sensed and responded to, e.g. control circuits
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B62LAND VEHICLES FOR TRAVELLING OTHERWISE THAN ON RAILS
    • B62DMOTOR VEHICLES; TRAILERS
    • B62D15/00Steering not otherwise provided for
    • B62D15/02Steering position indicators ; Steering position determination; Steering aids
    • B62D15/025Active steering aids, e.g. helping the driver by actively influencing the steering system after environment evaluation
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B62LAND VEHICLES FOR TRAVELLING OTHERWISE THAN ON RAILS
    • B62DMOTOR VEHICLES; TRAILERS
    • B62D6/00Arrangements for automatically controlling steering depending on driving conditions sensed and responded to, e.g. control circuits
    • B62D6/002Arrangements for automatically controlling steering depending on driving conditions sensed and responded to, e.g. control circuits computing target steering angles for front or rear wheels
    • B62D6/003Arrangements for automatically controlling steering depending on driving conditions sensed and responded to, e.g. control circuits computing target steering angles for front or rear wheels in order to control vehicle yaw movement, i.e. around a vertical axis

Definitions

  • the invention concerns a method for assisting the lane-keeping of a driver of a motor vehicle and a lane-keeping assistance system.
  • One main task in driving motor vehicles is to set a steering angle to follow a desired driving line which for example may be determined by a marked lane on a road. Departure from the present lane due to driver inattention is a frequent cause of accidents.
  • DE 10 2004 047 861 A1 discloses that on detection of lane departure and absence of driver activity, it is checked whether the driver is performing his steering task. Lane departure can be detected using imaging sensors which detect the lane course by pattern recognition of the lane boundaries. If no performance of the steering task is detected, an optical, acoustic or haptic warning is given to the driver. Alternatively or additionally to the warning, a corrective steering intervention can be initiated by application of a steering wheel torque.
  • US 2008/0091318 A1 discloses a system for lane-centering control in which guidance takes place along a target lane determined on the basis of information from a lane sensor. For this, on the basis of vehicle speed, yaw rate and steering angle, a processor calculates a predicted track and a control unit generates a control signal and triggers a front wheel steering actuator to reduce a difference between the predicted track and the target lane.
  • Said prior art provides no control along a predefinable track for optimum return of the motor vehicle to the lane centre.
  • the position of a vehicle relative to the lane is determined using a position detection device and forms the basis for determining the nominal steering angle in a lane controller, from which a nominal steering moment is determined which is overlaid over the steering moment generated by the driver.
  • the signals from the position detection device, data from the nominal lane emitter on the lateral nominal offset to be observed relative to the roadway, and signals from a vehicle state detection sensor are supplied to the lane controller in which a lane control algorithm is stored which is not described in more detail.
  • the object of the present invention is to specify a method for assisting the lane-keeping of a driver of a motor vehicle and a lane-keeping assistance system, wherein the above disadvantages are avoided and wherein in particular the driver support and the driving behavior of the motor vehicle are improved.
  • a lane-keeping method for a motor vehicle comprises determining a transverse deviation and an misalignment angle of the motor vehicle relative to a target lane centerline, calculating a reference track for the motor vehicle to follow to return to the centerline using the transverse deviation and the misalignment angle, determining a reference yaw rate using a curvature of the reference track and a longitudinal speed of the vehicle, and comparing the reference yaw rate with an actual yaw rate of the vehicle to determine a control deviation.
  • a steering input is then applied to a steering system of the motor vehicle to minimize the control deviation.
  • the reference track is calculated such that at least one of an instantaneous curvature of the reference track and a curvature change rate of the reference track do not each exceed a pre-defined maximum value.
  • the target lane centerline has a curvature and the steering input is controlled based upon the curvature of the target lane centerline.
  • the steering input is only applied if the motor vehicle enters (or is about to enter) an intervention zone.
  • the intervention zone geometry is dependent on at least one of: a lane width, a lane-related transverse speed of the motor vehicle, the longitudinal speed, a curvature of the target lane centerline, and the direction of a deviation from the target lane centerline.
  • a lane-keeping assistance system for a motor vehicle comprises a lane detection sensor determining a transverse deviation and an misalignment angle of the motor vehicle relative to a target lane centerline, a speed sensor generating a signal indicating a longitudinal speed of the vehicle, a yaw rate sensor generating a signal indicating an actual yaw rate of the vehicle, and a controller operative to: (a) calculate a reference track for the motor vehicle to follow to return to the centerline using the transverse deviation and the misalignment angle, (b) determine a reference yaw rate using a curvature of the reference track and the longitudinal speed signal, and (c) compare the reference yaw rate with the actual yaw rate signal to determine a control deviation.
  • the controller commands a steering actuator to apply a steering input into a steering system of the motor vehicle to minimize the control deviation.
  • FIG. 1 is an example of a driving situation in top view
  • FIG. 2 is an exemplary intervention zones in top view
  • FIG. 3 is a simplified flow diagram of a method according to the invention.
  • a vehicle A indicated symbolically in a starting position 1 is spaced or offset from a target lane centerline 2 by a transverse deviation d y , and a forward direction 3 of the motor vehicle A encloses with the target lane centerline 2 a misalignment angle ⁇ .
  • the transverse deviation d y and the angle ⁇ are determined by a position detection system.
  • suitable lane detection methods and apparatus, in particular optical methods for detection of lane marking are known in the art.
  • one or more forward-facing cameras with corresponding image processing or a downward-facing sensor detect markings of the present lane of the motor vehicle and determine the position, in particular the transverse deviation, and the misalignment angle of the motor vehicle relative to the markings.
  • a nominal or reference track 4 is calculated to return the motor vehicle A to target lane centerline 2 , that is, to move the vehicle from the starting position 1 to the target position 5 , at which the vehicle is following the target lane centerline 2 .
  • the reference track 4 typically has a curvature (the “S” shape seen in FIG. 1 , for example) to compensate for deviation from the target lane centerline after a specific distance.
  • the reference track 4 is calculated using the transverse deviation d y and angle ⁇ and takes into account requirements of driving dynamics, safety and comfort.
  • the reference track is in particular determined to allow rapid exit from a possible danger zone and to reach the target lane centerline 2 in an optimum manner with regard to safety and comfort.
  • the target lane centerline 2 may, for example, be the center of the lane detected by the lane marking detection.
  • a reference yaw rate required to follow the reference track 4 is determined at each point along the track from the curvature of the track at that point and an actual longitudinal speed of the motor vehicle.
  • the actual longitudinal speed may be determined, for example, by a sensor (speedometer, accelerometer/inertial measurement unit, or GPS, for example) or may be available from an information system of the motor vehicle, for example a vehicle bus, for use in other systems.
  • an actual yaw rate of the motor vehicle A is determined or measured.
  • the actual yaw rate may be detected by a sensor (accelerometer/inertial measurement unit or GPS, for example) or may be available from an information system of the motor vehicle, as is well known in the vehicle stability art.
  • the difference between the reference and actual yaw rates is used within a control circuit to minimize a deviation of the motor vehicle A from the reference track 4 , in order to achieve an improved driving behavior on the return to the target lane centerline 2 .
  • a control deviation is determined or a corresponding control deviation is produced in a control circuit.
  • a steering input is introduced into the steering system of the motor vehicle A to minimize the control deviation.
  • steering input is defined as being calculated and applied as either a force or a moment, depending on the design of the steering system and/or actuators.
  • the steering input determined to minimize the control deviation thus works in addition to any steering inputs made by the driver.
  • the disclosed method is suitable in particular for motor vehicles with controllable steering support.
  • the present method is based on the knowledge that in many driving situations, even for a vehicle with tire slip, a quasi-static vehicle behavior can be assumed, wherein there is a fixed mathematical relationship between the vehicle speed, the reference track curvature and the yaw rate of the vehicle.
  • the curve radius can be determined directly from the vehicle yaw rate.
  • the reference yaw rate calculated from the reference track is compared with the actual yaw rate measured in the vehicle and forms the basis for the control.
  • the assumption of quasi-static conditions thus allows the control circuit to draw conclusions on the yaw rate for return to the target lane centerline.
  • the vehicle can be reliably steered back into its lane and oriented parallel to the existing markings.
  • FIG. 1 shows target lane centerline 2 as being straight, but in a more general case the lane centerline may be curved.
  • a curvature of the lane centerline or road may be determined and the reference track may be calculated to return the motor vehicle to the curved target track lane according to the curvature of the lane ahead.
  • the curvature of the detected lane can be overlaid over the calculated reference track. This allows a particularly precise, safe and comfortable return of the motor vehicle to the desired lane even in the case that the lane is curved.
  • the determined/known curvature of the lane may be used to pre-control the steering input force and/or moment applied.
  • a corresponding transverse acceleration of the vehicle can be calculated. From this, for example, for a given weight distribution in the vehicle, a transverse force on a steerable front axle can be determined directly. If relatively small amounts of lane curvature (large curve radius) are assumed, a linear translation of the steering geometry can be assumed, wherein the rack force and/or the corresponding steering moment required for pre-control according to the road curvature to be introduced rises linearly with the curvature and quadratically with the vehicle speed.
  • the steering force/moment determined from actual yaw rate and reference yaw rate to minimize the control deviation may then be overlaid with the steering force/moment obtained from the curvature pre-control.
  • the resulting total steering input or a correspondingly determined total steering input is supplied to the steering system, for which an overlay interface can be provided.
  • Said total steering input force/moment thus acts in addition to the steering force/moment generated by the driver.
  • Such additional steering friction or interventions may be attributable, for example, to the control process described or other influences.
  • the corresponding total steering input is introduced into the system and acts additionally to the steering force/moment generated by the driver.
  • the quality of the steering intervention is further increased with regard to safety and comfort.
  • the reference track 4 may be calculated such that the instantaneous curvature of the reference track (the curvature at any single point) and/or a change rate (over time and/or distance) of the curvature experienced by the motor vehicle as it travels along the reference track, do not exceed a pre-defined maximum value for each. Thus it can be guaranteed with greater safety that steering interventions can be controlled at all times and have no substantial adverse effect on driving comfort.
  • the transverse deviation and the misalignment angle of the motor vehicle may be weighted independently of each other in the calculation of the reference track.
  • the weightings may be independent of the longitudinal speed of the motor vehicle.
  • a continuous steering intervention of the nature described may lead to an unusual steering feedback. Therefore, these interventions may be activated only when there is an impending danger of lane departure.
  • the steering inputs (determined from the actual yaw rate and reference yaw rate to minimize the control deviation and, where applicable, the above-mentioned amounts of the total steering force) may be applied only when the vehicle enters an intervention zone.
  • one or more intervention zones can be defined, entering which activates the method described above, or wherein an intervention in the steering takes place only on entering an intervention zone.
  • the geometry (arrangement and/or size) of an intervention zone may depend on a determined width of the present lane, a lane-related transverse speed of the motor vehicle, the longitudinal speed of the motor vehicle and/or the curvature of the target lane centerline or a curve radius of the lane.
  • the geometry of the intervention zones for example the distance of an intervention zone from a target lane centerline or from a detected lane boundary, may also be dependent on the direction of deviation of the motor vehicle from the target lane centerline so that, viewed in the driving direction, an intervention zone on the left side of the lane can have a different size and/or be arranged at a different distance from the lane center than an intervention zone on the right side.
  • a left intervention zone 6 and a right intervention zone 7 can be defined which are determined by the left marking 8 and right marking 9 respectively of the present lane 10 of the motor vehicle A, which markings for example can be guide or boundary lines.
  • the intervention zones 6 , 7 relative to the respective markings 8 , 9 , each comprise an inner region with width z i1 and z i2 and an outer region with width z o1 and z o2 .
  • the lane 10 has a width W L
  • motor vehicle A has a width W V .
  • a position detection system (not shown) can, for example, determine a transverse deviation of motor vehicle A from the center of the lane 10 and from this the left distance d y1 and right distance d y2 of a center axis 11 of the motor vehicle A from the markings 8 , 9 .
  • An activation of the method described herein for assisting lane-keeping can, for example, take place when the motor vehicle A enters the left intervention zone 6 , i.e. when:
  • FIG. 3 shows a method of lane-keeping in simplified flow-chart form.
  • a lane detection system is operated (block 100 ) and information derived therefrom is used to determine a transverse deviation d y and an misalignment angle angle ⁇ of the motor vehicle relative to the lane (block 110 ). If conditions exist that require an intervention (block 120 , “YES”), from data supplied by the position detection system a reference track is calculated to return the motor vehicle to a target track lane (block 130 ), as well as a present curvature of the reference track (block 140 ).
  • a reference yaw rate is determined (block 150 ).
  • the difference between the reference and actual yaw rates is determined which serves as a control deviation in the control circuit to minimize the deviations from the reference track (block 160 ).
  • a steering force is determined to minimize the control deviation (block 170 ) and applied to the steering system of the motor vehicle (block 180 ).
  • the present curvature of the reference track corresponding to the present location of the motor vehicle is again determined and the further steps of the method are repeated. It can also be provided that within the control circuit the transverse deviation and misalignment angle are again determined and where applicable the reference track recalculated each time (not shown). After covering the entire reference track or when the deviation d y of the motor vehicle and misalignment angle angle ⁇ fall below minimum values, the method is ended and lane detection, determination of the transverse deviation d y and the misalignment angle angle ⁇ , and monitoring of an intervention condition are performed again.
  • a lane-keeping assistance system for implementing lane-keeping assistance as described above may comprise a vehicle position detection device to determine a transverse deviation and a misalignment angle of the motor vehicle relative to a present lane of the motor vehicle.
  • a position detection device can, for example, comprise one or more lane sensors 210 , such as cameras with corresponding image processing to detect lane markings, and/or a downwardly-directed sensor arrangement arranged on the vehicle underbody for detecting the markings of the present lane.
  • a GPS navigation device 220 may further be used to provide positioning information, as is well-known in the art.
  • the lane-keeping assistance system may comprise sensors detecting and generating outputs related to a longitudinal speed ( 230 ) and an actual yaw rate ( 240 ) of the motor vehicle. Such outputs may, for example, be available in an information system of the motor vehicle, for example in the vehicle bus.
  • the lane-keeping assistance system can additionally or instead also comprise sensor devices to determine the longitudinal speed and actual yaw rate.
  • the lane-keeping assistance system may comprise a controller or processor device 250 operative to calculate a reference track to return the motor vehicle to a target lane centerline of the lane, to determine a reference yaw rate from a curvature of the reference track and the actual longitudinal speed of the motor vehicle, to generate a control deviation by comparison of the reference yaw rate with the actual yaw rate, to determine a steering force to minimize the control deviation, and to control an actuator 260 or other device for introduction of the steering force into the motor vehicle steering system.
  • the lane-keeping assistance system can also be designed to cooperate with actuators of a controllable steering support device.

Abstract

A lane-keeping method and system for a motor vehicle determines a transverse deviation and an misalignment angle of the motor vehicle relative to a target lane centerline, calculates a reference track for the motor vehicle to follow to return to the centerline using the transverse deviation and the misalignment angle, determines a reference yaw rate using a curvature of the reference track and a longitudinal speed of the vehicle, and compares the reference yaw rate with an actual yaw rate of the vehicle to determine a control deviation. A steering input is then applied to a steering system of the motor vehicle to minimize the control deviation.

Description

    CROSS-REFERENCE TO RELATED APPLICATIONS
  • This application claims foreign priority benefits under 35 U.S.C. §119(a)-(d) to DE 10 2012 200 009.7, filed Jan. 2, 2012, which is hereby incorporated by reference in its entirety.
  • TECHNICAL FIELD
  • The invention concerns a method for assisting the lane-keeping of a driver of a motor vehicle and a lane-keeping assistance system.
  • BACKGROUND
  • One main task in driving motor vehicles is to set a steering angle to follow a desired driving line which for example may be determined by a marked lane on a road. Departure from the present lane due to driver inattention is a frequent cause of accidents.
  • To increase the active safety of motor vehicles, therefore, devices are proposed which inform an inattentive driver of accidental lane departure. A greater gain in safety can be achieved however by a device in a motor vehicle which automatically resolves a current risk situation. One condition for this is that intervention can be made in the steering system of the motor vehicle such that the steering angle and vehicle reactions can be influenced or provoked automatically.
  • DE 10 2004 047 861 A1 discloses that on detection of lane departure and absence of driver activity, it is checked whether the driver is performing his steering task. Lane departure can be detected using imaging sensors which detect the lane course by pattern recognition of the lane boundaries. If no performance of the steering task is detected, an optical, acoustic or haptic warning is given to the driver. Alternatively or additionally to the warning, a corrective steering intervention can be initiated by application of a steering wheel torque.
  • US 2008/0091318 A1 discloses a system for lane-centering control in which guidance takes place along a target lane determined on the basis of information from a lane sensor. For this, on the basis of vehicle speed, yaw rate and steering angle, a processor calculates a predicted track and a control unit generates a control signal and triggers a front wheel steering actuator to reduce a difference between the predicted track and the target lane.
  • Said prior art provides no control along a predefinable track for optimum return of the motor vehicle to the lane centre.
  • According to DE 103 12 513 A1 the position of a vehicle relative to the lane is determined using a position detection device and forms the basis for determining the nominal steering angle in a lane controller, from which a nominal steering moment is determined which is overlaid over the steering moment generated by the driver. The signals from the position detection device, data from the nominal lane emitter on the lateral nominal offset to be observed relative to the roadway, and signals from a vehicle state detection sensor are supplied to the lane controller in which a lane control algorithm is stored which is not described in more detail.
  • The known solutions do not always produce an optimum behavior of the vehicle in the respective situation. Thus for example reactions for straight-ahead driving and cornering can differ substantially.
  • The object of the present invention is to specify a method for assisting the lane-keeping of a driver of a motor vehicle and a lane-keeping assistance system, wherein the above disadvantages are avoided and wherein in particular the driver support and the driving behavior of the motor vehicle are improved.
  • SUMMARY
  • In one disclosed embodiment, a lane-keeping method for a motor vehicle comprises determining a transverse deviation and an misalignment angle of the motor vehicle relative to a target lane centerline, calculating a reference track for the motor vehicle to follow to return to the centerline using the transverse deviation and the misalignment angle, determining a reference yaw rate using a curvature of the reference track and a longitudinal speed of the vehicle, and comparing the reference yaw rate with an actual yaw rate of the vehicle to determine a control deviation. A steering input is then applied to a steering system of the motor vehicle to minimize the control deviation.
  • In another disclosed embodiment, the reference track is calculated such that at least one of an instantaneous curvature of the reference track and a curvature change rate of the reference track do not each exceed a pre-defined maximum value.
  • In another disclosed embodiment, the target lane centerline has a curvature and the steering input is controlled based upon the curvature of the target lane centerline.
  • In another disclosed embodiment, the steering input is only applied if the motor vehicle enters (or is about to enter) an intervention zone. The intervention zone geometry is dependent on at least one of: a lane width, a lane-related transverse speed of the motor vehicle, the longitudinal speed, a curvature of the target lane centerline, and the direction of a deviation from the target lane centerline.
  • In another disclosed embodiment, a lane-keeping assistance system for a motor vehicle comprises a lane detection sensor determining a transverse deviation and an misalignment angle of the motor vehicle relative to a target lane centerline, a speed sensor generating a signal indicating a longitudinal speed of the vehicle, a yaw rate sensor generating a signal indicating an actual yaw rate of the vehicle, and a controller operative to: (a) calculate a reference track for the motor vehicle to follow to return to the centerline using the transverse deviation and the misalignment angle, (b) determine a reference yaw rate using a curvature of the reference track and the longitudinal speed signal, and (c) compare the reference yaw rate with the actual yaw rate signal to determine a control deviation. The controller commands a steering actuator to apply a steering input into a steering system of the motor vehicle to minimize the control deviation.
  • BRIEF DESCRIPTION OF THE DRAWINGS
  • The invention is now explained below as an example with reference to the drawings. These show the following:
  • FIG. 1 is an example of a driving situation in top view;
  • FIG. 2 is an exemplary intervention zones in top view;
  • FIG. 3 is a simplified flow diagram of a method according to the invention; and
  • FIG. 4 is a schematic block diagram of a system for implementing the method.
  • DETAILED DESCRIPTION
  • As required, detailed embodiments of the present invention are disclosed herein; however, it is to be understood that the disclosed embodiments are merely exemplary of the invention that may be embodied in various and alternative forms. The figures are not necessarily to scale; some features may be exaggerated or minimized to show details of particular components. Therefore, specific structural and functional details disclosed herein are not to be interpreted as limiting, but merely as a representative basis for teaching one skilled in the art to variously employ the present invention.
  • As shown as an example in FIG. 1, a vehicle A indicated symbolically in a starting position 1 is spaced or offset from a target lane centerline 2 by a transverse deviation dy, and a forward direction 3 of the motor vehicle A encloses with the target lane centerline 2 a misalignment angle ψ. The transverse deviation dy and the angle ψ are determined by a position detection system. For this, suitable lane detection methods and apparatus, in particular optical methods for detection of lane marking, are known in the art. Here, for example, one or more forward-facing cameras with corresponding image processing or a downward-facing sensor detect markings of the present lane of the motor vehicle and determine the position, in particular the transverse deviation, and the misalignment angle of the motor vehicle relative to the markings.
  • A nominal or reference track 4 is calculated to return the motor vehicle A to target lane centerline 2, that is, to move the vehicle from the starting position 1 to the target position 5, at which the vehicle is following the target lane centerline 2. The reference track 4 typically has a curvature (the “S” shape seen in FIG. 1, for example) to compensate for deviation from the target lane centerline after a specific distance. The reference track 4 is calculated using the transverse deviation dy and angle ψ and takes into account requirements of driving dynamics, safety and comfort. The reference track is in particular determined to allow rapid exit from a possible danger zone and to reach the target lane centerline 2 in an optimum manner with regard to safety and comfort. The target lane centerline 2 may, for example, be the center of the lane detected by the lane marking detection.
  • A reference yaw rate required to follow the reference track 4 is determined at each point along the track from the curvature of the track at that point and an actual longitudinal speed of the motor vehicle. The actual longitudinal speed may be determined, for example, by a sensor (speedometer, accelerometer/inertial measurement unit, or GPS, for example) or may be available from an information system of the motor vehicle, for example a vehicle bus, for use in other systems.
  • At each point along reference track 4 an actual yaw rate of the motor vehicle A is determined or measured. The actual yaw rate may be detected by a sensor (accelerometer/inertial measurement unit or GPS, for example) or may be available from an information system of the motor vehicle, as is well known in the vehicle stability art.
  • The difference between the reference and actual yaw rates is used within a control circuit to minimize a deviation of the motor vehicle A from the reference track 4, in order to achieve an improved driving behavior on the return to the target lane centerline 2. A control deviation is determined or a corresponding control deviation is produced in a control circuit.
  • A steering input is introduced into the steering system of the motor vehicle A to minimize the control deviation. As used herein, steering input is defined as being calculated and applied as either a force or a moment, depending on the design of the steering system and/or actuators. The steering input determined to minimize the control deviation thus works in addition to any steering inputs made by the driver. The disclosed method is suitable in particular for motor vehicles with controllable steering support.
  • Because a control deviation is determined by comparison of the reference yaw rate with the actual yaw rate and then minimized, in many driving situations and in particular independently of the tire slip of the vehicle in relation to the roadway (caused inter alia by the road surface conditions), an optimum return to a desired target lane centerline can be achieved. In contrast, automatic control via the steering angle in a vehicle with tire slip would only partly lead to the desired vehicle reaction since, because road surface conditions (μ) may not be constant, for one driving situation different slip angles can occur between tires and road so that an unknown deviation between the reference track and the actual track of the motor vehicle would remain.
  • The present method is based on the knowledge that in many driving situations, even for a vehicle with tire slip, a quasi-static vehicle behavior can be assumed, wherein there is a fixed mathematical relationship between the vehicle speed, the reference track curvature and the yaw rate of the vehicle. Thus the curve radius can be determined directly from the vehicle yaw rate. According to the disclosed method, therefore, the reference yaw rate calculated from the reference track is compared with the actual yaw rate measured in the vehicle and forms the basis for the control. The assumption of quasi-static conditions thus allows the control circuit to draw conclusions on the yaw rate for return to the target lane centerline. Thus the vehicle can be reliably steered back into its lane and oriented parallel to the existing markings.
  • Furthermore, because a steering input force and/or moment is introduced, in comparison with overlaying an additional steering angle to the steering angle set by the driver, a more effective and safer support for the driver is possible.
  • In particular also only a finite fraction of the total reference track for return to the target lane centerline may be calculated in advance.
  • FIG. 1 shows target lane centerline 2 as being straight, but in a more general case the lane centerline may be curved. In this case, a curvature of the lane centerline or road may be determined and the reference track may be calculated to return the motor vehicle to the curved target track lane according to the curvature of the lane ahead. In particular, the curvature of the detected lane can be overlaid over the calculated reference track. This allows a particularly precise, safe and comfortable return of the motor vehicle to the desired lane even in the case that the lane is curved.
  • In one embodiment of the method, the determined/known curvature of the lane may be used to pre-control the steering input force and/or moment applied. In particular, with the present actual longitudinal speed of the vehicle and with a determined/known road curvature, a corresponding transverse acceleration of the vehicle can be calculated. From this, for example, for a given weight distribution in the vehicle, a transverse force on a steerable front axle can be determined directly. If relatively small amounts of lane curvature (large curve radius) are assumed, a linear translation of the steering geometry can be assumed, wherein the rack force and/or the corresponding steering moment required for pre-control according to the road curvature to be introduced rises linearly with the curvature and quadratically with the vehicle speed. The steering force/moment determined from actual yaw rate and reference yaw rate to minimize the control deviation may then be overlaid with the steering force/moment obtained from the curvature pre-control. For intervention in the steering system, the resulting total steering input or a correspondingly determined total steering input is supplied to the steering system, for which an overlay interface can be provided. Said total steering input force/moment thus acts in addition to the steering force/moment generated by the driver. Thus a particularly precise, safe and comfortable return of the motor vehicle to the target lane centerline of a curved lane can be achieved.
  • It may further be advantageous to overlay the steering input determined from the actual yaw rate and reference yaw rate to minimize the control deviation with a friction-compensating force to compensate for steering friction and/or a damping force to damp rapid steering interventions not caused by the driver. Such additional steering friction or interventions may be attributable, for example, to the control process described or other influences. The corresponding total steering input is introduced into the system and acts additionally to the steering force/moment generated by the driver. Thus the quality of the steering intervention is further increased with regard to safety and comfort.
  • The reference track 4 may be calculated such that the instantaneous curvature of the reference track (the curvature at any single point) and/or a change rate (over time and/or distance) of the curvature experienced by the motor vehicle as it travels along the reference track, do not exceed a pre-defined maximum value for each. Thus it can be guaranteed with greater safety that steering interventions can be controlled at all times and have no substantial adverse effect on driving comfort.
  • It may be advantageous for the transverse deviation and the misalignment angle of the motor vehicle to be weighted independently of each other in the calculation of the reference track. The weightings may be independent of the longitudinal speed of the motor vehicle. Thus a further improvement in safety and driving comfort throughout a wide range of different driving situations can be achieved.
  • It is possible that a continuous steering intervention of the nature described may lead to an unusual steering feedback. Therefore, these interventions may be activated only when there is an impending danger of lane departure. In particular, the steering inputs (determined from the actual yaw rate and reference yaw rate to minimize the control deviation and, where applicable, the above-mentioned amounts of the total steering force) may be applied only when the vehicle enters an intervention zone. For this, inside and/or outside lane markings, one or more intervention zones can be defined, entering which activates the method described above, or wherein an intervention in the steering takes place only on entering an intervention zone.
  • In particular the geometry (arrangement and/or size) of an intervention zone may depend on a determined width of the present lane, a lane-related transverse speed of the motor vehicle, the longitudinal speed of the motor vehicle and/or the curvature of the target lane centerline or a curve radius of the lane. The geometry of the intervention zones, for example the distance of an intervention zone from a target lane centerline or from a detected lane boundary, may also be dependent on the direction of deviation of the motor vehicle from the target lane centerline so that, viewed in the driving direction, an intervention zone on the left side of the lane can have a different size and/or be arranged at a different distance from the lane center than an intervention zone on the right side.
  • According to FIG. 2, a left intervention zone 6 and a right intervention zone 7 can be defined which are determined by the left marking 8 and right marking 9 respectively of the present lane 10 of the motor vehicle A, which markings for example can be guide or boundary lines. The intervention zones 6, 7, relative to the respective markings 8, 9, each comprise an inner region with width zi1 and zi2 and an outer region with width zo1 and zo2. The lane 10 has a width WL, and motor vehicle A has a width WV.
  • A position detection system (not shown) can, for example, determine a transverse deviation of motor vehicle A from the center of the lane 10 and from this the left distance dy1 and right distance dy2 of a center axis 11 of the motor vehicle A from the markings 8, 9. An activation of the method described herein for assisting lane-keeping can, for example, take place when the motor vehicle A enters the left intervention zone 6, i.e. when:

  • d y1 −W V/2<z i1
  • or when the motor vehicle enters the right intervention zone 7, i.e.:

  • d y2 −W V/2<z i2
  • To activate the method described herein for assisting lane-keeping of the motor vehicle A, furthermore the misalignment angle of the motor vehicle A relative to the lane 10 or the markings 8, 9 can be used (not shown in FIG. 2).
  • FIG. 3 shows a method of lane-keeping in simplified flow-chart form. A lane detection system is operated (block 100) and information derived therefrom is used to determine a transverse deviation dy and an misalignment angle angle ψ of the motor vehicle relative to the lane (block 110). If conditions exist that require an intervention (block 120, “YES”), from data supplied by the position detection system a reference track is calculated to return the motor vehicle to a target track lane (block 130), as well as a present curvature of the reference track (block 140).
  • Using the actual vehicle speed provided by the vehicle bus, a reference yaw rate is determined (block 150). Using an actual yaw rate supplied by the vehicle bus, the difference between the reference and actual yaw rates is determined which serves as a control deviation in the control circuit to minimize the deviations from the reference track (block 160). A steering force is determined to minimize the control deviation (block 170) and applied to the steering system of the motor vehicle (block 180).
  • In a cycle predefined by the design of the sensors and the control circuit, then the present curvature of the reference track corresponding to the present location of the motor vehicle is again determined and the further steps of the method are repeated. It can also be provided that within the control circuit the transverse deviation and misalignment angle are again determined and where applicable the reference track recalculated each time (not shown). After covering the entire reference track or when the deviation dy of the motor vehicle and misalignment angle angle ψ fall below minimum values, the method is ended and lane detection, determination of the transverse deviation dy and the misalignment angle angle ψ, and monitoring of an intervention condition are performed again.
  • Referring now to FIG. 4, a lane-keeping assistance system for implementing lane-keeping assistance as described above may comprise a vehicle position detection device to determine a transverse deviation and a misalignment angle of the motor vehicle relative to a present lane of the motor vehicle. Such a position detection device can, for example, comprise one or more lane sensors 210, such as cameras with corresponding image processing to detect lane markings, and/or a downwardly-directed sensor arrangement arranged on the vehicle underbody for detecting the markings of the present lane. A GPS navigation device 220 may further be used to provide positioning information, as is well-known in the art.
  • Furthermore, the lane-keeping assistance system may comprise sensors detecting and generating outputs related to a longitudinal speed (230) and an actual yaw rate (240) of the motor vehicle. Such outputs may, for example, be available in an information system of the motor vehicle, for example in the vehicle bus. The lane-keeping assistance system can additionally or instead also comprise sensor devices to determine the longitudinal speed and actual yaw rate.
  • Furthermore, the lane-keeping assistance system may comprise a controller or processor device 250 operative to calculate a reference track to return the motor vehicle to a target lane centerline of the lane, to determine a reference yaw rate from a curvature of the reference track and the actual longitudinal speed of the motor vehicle, to generate a control deviation by comparison of the reference yaw rate with the actual yaw rate, to determine a steering force to minimize the control deviation, and to control an actuator 260 or other device for introduction of the steering force into the motor vehicle steering system. The lane-keeping assistance system can also be designed to cooperate with actuators of a controllable steering support device.
  • While exemplary embodiments are described above, it is not intended that these embodiments describe all possible forms of the invention. Rather, the words used in the specification are words of description rather than limitation, and it is understood that various changes may be made without departing from the spirit and scope of the invention. Additionally, the features of various implementing embodiments may be combined to form further embodiments of the invention.

Claims (17)

What is claimed is:
1. A lane-keeping method for a motor vehicle comprising:
determining a transverse deviation and an misalignment angle of the motor vehicle relative to a target lane centerline;
calculating a reference track for the motor vehicle to follow to return to the centerline using the transverse deviation and the misalignment angle;
determining a reference yaw rate using a curvature of the reference track and a longitudinal speed of the vehicle;
comparing the reference yaw rate with an actual yaw rate of the vehicle to determine a control deviation; and
applying a steering input into a steering system of the motor vehicle to minimize the control deviation.
2. The method of claim 1, wherein the reference track is calculated such that at least one of an instantaneous curvature of the reference track and a curvature change rate of the reference track do not each exceed a pre-defined maximum value.
3. The method of claim 1, wherein the transverse deviation and the misalignment angle of the motor vehicle are weighted independently of each other in the calculation of the reference track, and wherein the respective weightings are independent of the longitudinal speed.
4. The method of claim 1, wherein the target lane centerline has a curvature and the steering input is controlled based upon the curvature of the target lane centerline.
5. The method of claim 1, wherein the steering input is overlaid with a friction-compensating force to compensate for steering friction.
6. The method of claim 1, wherein the steering input is overlaid with a damping force to damp rapid steering interventions not made by a driver of the vehicle.
7. The method of claim 1, wherein the steering input is only applied on entering an intervention zone.
8. The method of claim 7, wherein a geometry of the intervention zone is dependent on at least one of: a lane width, a lane-related transverse speed of the motor vehicle, the longitudinal speed, a curvature of the target lane centerline, and a direction of deviation from the target lane centerline.
9. The method of claim 1, wherein a finite fraction of the reference is calculated in advance.
10. A lane-keeping method for a motor vehicle comprising:
determining a transverse deviation and an misalignment angle of the motor vehicle relative to a target lane centerline;
calculating a reference track for the motor vehicle to follow to return to the centerline using the transverse deviation and the misalignment angle, the reference track being calculated such that at least one of an instantaneous curvature of the reference track and a curvature change rate of the reference track do not each exceed a pre-defined maximum value;
determining a reference yaw rate using a curvature of the reference track and a longitudinal speed of the vehicle;
comparing the reference yaw rate with an actual yaw rate of the vehicle to determine a control deviation; and
determining a position of the motor vehicle relative to an intervention zone defined with reference to at least one of: a lane width, a lane-related transverse speed of the motor vehicle, the longitudinal speed, a curvature of the target lane centerline, and a direction of deviation from the target lane centerline
if and only if the vehicle is within the intervention zone, applying a steering input into a steering system of the motor vehicle to minimize the control deviation.
11. The method of claim 10, wherein the transverse deviation and the misalignment angle of the motor vehicle are weighted independently of each other in the calculation of the reference track, and wherein the respective weightings are independent of the longitudinal speed.
12. The method of claim 10, wherein the target lane centerline has a curvature and the steering input is controlled based upon the curvature of the target lane centerline.
13. The method of claim 10, wherein the steering input is overlaid with a friction-compensating force to compensate for steering friction.
14. The method of claim 10, wherein the steering input is overlaid with a damping force to damp rapid steering interventions not made by a driver of the vehicle.
15. The method of claim 10, wherein a finite fraction of the total reference track for return to the target lane centerline is calculated in advance.
16. A lane-keeping assistance system for a motor vehicle comprising:
a lane detection sensor determining a transverse deviation and an misalignment angle of the motor vehicle relative to a target lane centerline;
a speed sensor generating a signal indicating a longitudinal speed of the vehicle;
a yaw rate sensor generating a signal indicating an actual yaw rate of the vehicle;
a controller operative to: (a) calculate a reference track for the motor vehicle to follow to return to the centerline using the transverse deviation and the misalignment angle, (b) determine a reference yaw rate using a curvature of the reference track and the longitudinal speed signal, and (c) compare the reference yaw rate with the actual yaw rate signal to determine a control deviation; and
a steering actuator commanded by the controller to apply a steering input into a steering system of the motor vehicle to minimize the control deviation.
17. The system of claim 16, wherein the controller is further operative to:
determine a position of the motor vehicle relative to an intervention zone defined with reference to at least one of: a lane width, a lane-related transverse speed of the motor vehicle, the longitudinal speed, a curvature of the target lane centerline, and a direction of deviation from the target lane centerline; and
command the steering actuator to apply the steering input if and only if the vehicle is within the intervention zone.
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Cited By (30)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130231830A1 (en) * 2010-11-19 2013-09-05 Magna Electronics, Inc. Lane keeping system and lane centering system
US20140358321A1 (en) * 2013-06-01 2014-12-04 Faroog Ibrahim System and method for lane boundary estimation and host vehicle position and orientation
US9037348B2 (en) * 2012-01-02 2015-05-19 Ford Global Technologies, Llc Lane-keeping assistance method for a motor vehicle
US20150183458A1 (en) * 2013-12-30 2015-07-02 Hyundai Motor Company Method of detecting deviation of travel path of vehicle
JP2016107658A (en) * 2014-12-02 2016-06-20 日産自動車株式会社 Vehicle steering control device and vehicle steering control method
WO2016099443A1 (en) * 2014-12-15 2016-06-23 Intelligent Technologies International, Inc. Mapping techniques using probe vehicles
US20160347360A1 (en) * 2015-05-26 2016-12-01 Toyota Motor Engineering & Manufacturing North America, Inc. Vehicles and Vehicle Systems For Restricting Rotation Of A Wheel Steering System
US9528834B2 (en) 2013-11-01 2016-12-27 Intelligent Technologies International, Inc. Mapping techniques using probe vehicles
JP2017202755A (en) * 2016-05-12 2017-11-16 株式会社Subaru Steering control device of vehicle
CN107472222A (en) * 2016-06-08 2017-12-15 现代自动车株式会社 Track for vehicle keeps control method
WO2018021405A1 (en) * 2016-07-27 2018-02-01 いすゞ自動車株式会社 Steering assistance device and steering assistance method
CN107831769A (en) * 2017-11-03 2018-03-23 南通富来威农业装备有限公司 Intelligence is to row rice transplanter position real-time display method and intelligence to row rice transplanter
US9946940B2 (en) 2014-12-18 2018-04-17 Magna Electronics Inc. Vehicle vision system with adaptive lane marker detection
US10055651B2 (en) 2016-03-08 2018-08-21 Magna Electronics Inc. Vehicle vision system with enhanced lane tracking
US10449899B2 (en) 2015-05-08 2019-10-22 Magna Electronics Inc. Vehicle vision system with road line sensing algorithm and lane departure warning
US10713506B2 (en) 2014-12-18 2020-07-14 Magna Electronics Inc. Vehicle vision system with 3D registration for distance estimation
CN111703424A (en) * 2020-05-26 2020-09-25 武汉理工大学 Intelligent networking automobile multi-sensor fusion auxiliary lane changing method and system
EP3763589A1 (en) * 2019-07-10 2021-01-13 Baidu Online Network Technology (Beijing) Co., Ltd. Methods, apparatuses, and media for autonomously driving vehicle
CN112526986A (en) * 2020-10-28 2021-03-19 苏州极目机器人科技有限公司 Ridge-following operation method and device
CN112519882A (en) * 2019-09-17 2021-03-19 广州汽车集团股份有限公司 Vehicle reference track tracking method and system
CN112537297A (en) * 2019-09-20 2021-03-23 比亚迪股份有限公司 Lane keeping method and system and vehicle
CN113511188A (en) * 2021-05-27 2021-10-19 上海华兴数字科技有限公司 Method and device for vehicle transverse control, electronic equipment and storage medium
CN113525510A (en) * 2020-04-15 2021-10-22 百度(美国)有限责任公司 System and method for automatically returning steering of an autonomously driven vehicle to a central location
US11225284B2 (en) 2017-12-20 2022-01-18 Aptiv Technologies Limited Method and device for estimating a steering torque
US20220024400A1 (en) * 2020-07-27 2022-01-27 Robert Bosch Gmbh Off-zone crash detection using lateral accelerations at different positions in a vehicle
CN114375271A (en) * 2019-09-13 2022-04-19 法雷奥开关和传感器有限责任公司 Method for detecting a fault associated with a wheel of a motor vehicle in a driving situation
CN115805937A (en) * 2021-09-14 2023-03-17 长沙中车智驭新能源科技有限公司 Lane keeping auxiliary control method and system based on multi-point preview
US11606895B2 (en) 2018-11-28 2023-03-21 Zf Friedrichshafen Ag Automatic steering of an agricultural machine on an agricultural surface
US11636179B2 (en) 2017-05-09 2023-04-25 Arriver Software Ab Apparatus for lane detection
WO2024026241A1 (en) * 2022-07-28 2024-02-01 Zoox, Inc. Reference trajectory validating and collision checking management

Families Citing this family (39)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102013218919A1 (en) * 2013-09-20 2015-03-26 Ford Global Technologies, Llc Bremsgierkompensationsverfahren and motor vehicle
CN103625471B (en) * 2013-11-29 2017-02-22 北京恒华伟业科技股份有限公司 Method and device for drawing road reference line
CN104442814B (en) * 2014-10-31 2016-07-06 重庆长安汽车股份有限公司 Track based on deflection forecast algorithm keeps and automatic centering system and method
US9829888B2 (en) * 2015-11-17 2017-11-28 Ford Global Technologies, Llc Distinguishing lane markings for a vehicle to follow
CN106347363A (en) * 2016-10-12 2017-01-25 深圳市元征科技股份有限公司 Lane keeping method and lane keeping device
CN107933686B (en) * 2016-10-19 2019-11-29 中车株洲电力机车研究所有限公司 A kind of multi-shaft steering vehicle tracking center lane line rotating direction control method and system
US10139830B2 (en) * 2016-12-29 2018-11-27 Automotive Research & Testing Center Automatic lane following control system and method for vehicles
CN106915349B (en) * 2017-02-28 2019-12-10 北京经纬恒润科技有限公司 Method and device for controlling vehicle laterally
CN107024196B (en) * 2017-05-11 2019-03-22 中南大学 A kind of high-speed railway easement curve track lateral deviation detection method
EP3415945B1 (en) * 2017-06-12 2024-01-10 Aptiv Technologies Limited Method of determining the yaw rate of a target vehicle
JP6596045B2 (en) * 2017-08-25 2019-10-23 株式会社Subaru Vehicle driving support device
SE541795C2 (en) * 2017-09-22 2019-12-17 Sentient Ip Ab Method and system for controlling vehicle lane holding
CN108058706B (en) * 2017-12-06 2024-02-02 东风商用车有限公司 Lane keeping system and method
JP6985917B2 (en) * 2017-12-18 2021-12-22 株式会社Subaru Vehicle lane departure prevention control device
CN108732921B (en) * 2018-04-28 2021-05-25 江苏大学 Transverse extension preview switching control method for automatic driving automobile
EP3572839A1 (en) 2018-05-23 2019-11-27 Aptiv Technologies Limited Method of estimating a velocity magnitude of a moving target in a horizontal plane and radar detection system
EP3575827A1 (en) 2018-06-01 2019-12-04 Aptiv Technologies Limited Method for robust estimation of the velocity of a target using a host vehicle
US20190389470A1 (en) * 2018-06-22 2019-12-26 GM Global Technology Operations LLC System and method for controlling a vehicle based on an anticipated lane departure
CN108909716B (en) * 2018-07-02 2020-07-03 奇瑞汽车股份有限公司 Vehicle control method and device
US10875531B2 (en) 2018-08-08 2020-12-29 Ford Global Technologies, Llc Vehicle lateral motion control
CN109131325B (en) * 2018-08-15 2020-07-31 江苏大学 Lane keeping control method for three-dimensional extension preview switching of intelligent driving automobile
EP3611541A1 (en) 2018-08-16 2020-02-19 Aptiv Technologies Limited Method of determining an uncertainty estimate of an estimated velocity
DE102019200611A1 (en) * 2019-01-18 2020-07-23 Volkswagen Aktiengesellschaft Method and device for controlling a vehicle and vehicle
CN109883432B (en) * 2019-02-21 2020-12-29 百度在线网络技术(北京)有限公司 Position determination method, device, equipment and computer readable storage medium
JP7251294B2 (en) * 2019-04-25 2023-04-04 株式会社アドヴィックス Vehicle travel control device
CN112440994A (en) * 2019-08-28 2021-03-05 比亚迪股份有限公司 Vehicle and control method and device thereof
FR3100780B1 (en) * 2019-09-17 2021-09-24 Renault Sas Method for regulating the lateral position of a motor vehicle.
FR3101306B1 (en) * 2019-10-01 2021-10-15 Renault Sas Steering angle control device of a self-driving motor vehicle
CN113492863B (en) * 2020-03-18 2023-03-10 北京车和家信息技术有限公司 Automatic driving control method and device
CN111516685A (en) * 2020-04-08 2020-08-11 中国第一汽车股份有限公司 Vehicle running control method and device, vehicle and storage medium
CN111634331B (en) * 2020-06-10 2021-04-09 上海联适导航技术股份有限公司 Steering control method, device and system for automatic driving vehicle
CN114435470B (en) * 2020-11-05 2022-11-25 长沙智能驾驶研究院有限公司 Automatic reversing control method and device, vehicle and storage medium
CN112356844A (en) * 2020-11-19 2021-02-12 苏州智加科技有限公司 Method, device and equipment for controlling vehicle driving direction
US11702138B2 (en) * 2021-05-24 2023-07-18 Toyota Research Institute, Inc. Method for lateral control assistance to enable one-handed driving of a vehicle
CN113619579A (en) * 2021-09-08 2021-11-09 东风汽车集团股份有限公司 Control method for realizing emergency lane keeping function of multi-lane scene
CN113715816B (en) * 2021-09-30 2023-06-30 岚图汽车科技有限公司 Lane centering function control method, device, equipment and readable storage medium
CN114228741A (en) * 2021-11-16 2022-03-25 智道网联科技(北京)有限公司 Lane keeping method and apparatus for autonomous vehicle
CN114495495B (en) * 2022-01-11 2024-03-26 北京百度网讯科技有限公司 Abnormal steering behavior detection method and device and electronic equipment
CN114701495B (en) * 2022-06-08 2022-09-16 所托(杭州)汽车智能设备有限公司 Lane departure suppression method, electronic device, and storage medium

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130190988A1 (en) * 2010-06-25 2013-07-25 Toyota Jidosha Kabushiki Kaisha Control device and control method for vehicle
US20140247180A1 (en) * 2012-12-06 2014-09-04 Fujitsu Ten Limited Radar apparatus and signal processing method

Family Cites Families (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6691018B1 (en) * 2002-11-21 2004-02-10 Visteon Global Technologies, Inc. Method and system for identifying a lane change
DE10312513B4 (en) 2003-03-20 2008-09-04 Daimler Ag Lane assistance system in a vehicle
DE102004044334B4 (en) 2004-09-09 2016-09-15 Robert Bosch Gmbh Cross guide device for a motor vehicle
DE102004047861A1 (en) 2004-10-01 2006-04-06 Daimlerchrysler Ag Method and device for assisting the driver of a vehicle in the maintenance of a traffic lane
DE102005056211A1 (en) 2005-11-25 2007-06-06 Robert Bosch Gmbh Method for controlling or regulation of transversal movement of vehicle, involves determining lane size whereby transversal movement of vehicle is controlled or regulated depending on transverse size and lane size
US8150581B2 (en) 2005-12-01 2012-04-03 Toyota Jidosha Kabushiki Kaisha Driving assistance system and driving assistance method
US8983765B2 (en) 2006-10-11 2015-03-17 GM Global Technology Operations LLC Method and system for lane centering control
US8428821B2 (en) * 2007-08-15 2013-04-23 Volvo Technology Corporation Operating method and system for supporting lane keeping of a vehicle
DE102007043913B4 (en) 2007-09-14 2020-10-29 Robert Bosch Gmbh Method for controlling a driver assistance system
JP5359085B2 (en) * 2008-03-04 2013-12-04 日産自動車株式会社 Lane maintenance support device and lane maintenance support method
DE102008057313B4 (en) 2008-04-24 2018-03-01 Volkswagen Ag Method and device for determining a corrective steering torque
US8170739B2 (en) * 2008-06-20 2012-05-01 GM Global Technology Operations LLC Path generation algorithm for automated lane centering and lane changing control system
DE102008002669B4 (en) 2008-06-26 2011-05-05 Robert Bosch Gmbh Device and method for operating a lane keeping support system with driver intervention
DE102008040627A1 (en) 2008-07-23 2010-02-04 Robert Bosch Gmbh Method for regulating or controlling steering assistance system for vehicle, involves calculating convergence at peripheral object, where convergence is adapted depending on engaging free area or steering engagement
DE102010033530A1 (en) * 2010-06-24 2011-12-29 Continental Teves Ag & Co. Ohg Method for guiding center lane of motor car, involves providing driving dynamic model for transverse control with state variables e.g. course angle mistake and transverse deviation, which are set as measured variable for state return
US9037348B2 (en) * 2012-01-02 2015-05-19 Ford Global Technologies, Llc Lane-keeping assistance method for a motor vehicle

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130190988A1 (en) * 2010-06-25 2013-07-25 Toyota Jidosha Kabushiki Kaisha Control device and control method for vehicle
US20140247180A1 (en) * 2012-12-06 2014-09-04 Fujitsu Ten Limited Radar apparatus and signal processing method

Cited By (50)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9758163B2 (en) * 2010-11-19 2017-09-12 Magna Electronics Inc. Lane keeping system and lane centering system
US10427679B2 (en) 2010-11-19 2019-10-01 Magna Electronics Inc. Lane keeping system and lane centering system
US20130231830A1 (en) * 2010-11-19 2013-09-05 Magna Electronics, Inc. Lane keeping system and lane centering system
US9180908B2 (en) * 2010-11-19 2015-11-10 Magna Electronics Inc. Lane keeping system and lane centering system
US11198434B2 (en) 2010-11-19 2021-12-14 Magna Electronics Inc. Vehicular lane centering system
US20160059856A1 (en) * 2010-11-19 2016-03-03 Magna Electronics Inc. Lane keeping system and lane centering system
US11753007B2 (en) 2010-11-19 2023-09-12 Magna Electronics Inc. Vehicular lane centering system
US9037348B2 (en) * 2012-01-02 2015-05-19 Ford Global Technologies, Llc Lane-keeping assistance method for a motor vehicle
US9261601B2 (en) * 2013-06-01 2016-02-16 Savari, Inc. System and method for lane boundary estimation and host vehicle position and orientation
US20140358321A1 (en) * 2013-06-01 2014-12-04 Faroog Ibrahim System and method for lane boundary estimation and host vehicle position and orientation
US9528834B2 (en) 2013-11-01 2016-12-27 Intelligent Technologies International, Inc. Mapping techniques using probe vehicles
US9604667B2 (en) * 2013-12-30 2017-03-28 Hyundai Motor Company Method of detecting deviation of travel path of a vehicle
US20150183458A1 (en) * 2013-12-30 2015-07-02 Hyundai Motor Company Method of detecting deviation of travel path of vehicle
JP2016107658A (en) * 2014-12-02 2016-06-20 日産自動車株式会社 Vehicle steering control device and vehicle steering control method
WO2016099443A1 (en) * 2014-12-15 2016-06-23 Intelligent Technologies International, Inc. Mapping techniques using probe vehicles
US11836989B2 (en) 2014-12-18 2023-12-05 Magna Electronics Inc. Vehicular vision system that determines distance to an object
US11270134B2 (en) 2014-12-18 2022-03-08 Magna Electronics Inc. Method for estimating distance to an object via a vehicular vision system
US10255509B2 (en) 2014-12-18 2019-04-09 Magna Electronics Inc. Adaptive lane marker detection for a vehicular vision system
US10713506B2 (en) 2014-12-18 2020-07-14 Magna Electronics Inc. Vehicle vision system with 3D registration for distance estimation
US9946940B2 (en) 2014-12-18 2018-04-17 Magna Electronics Inc. Vehicle vision system with adaptive lane marker detection
US10449899B2 (en) 2015-05-08 2019-10-22 Magna Electronics Inc. Vehicle vision system with road line sensing algorithm and lane departure warning
US9937952B2 (en) * 2015-05-26 2018-04-10 Toyota Motor Engineering & Manufacturing North America, Inc. Vehicles and vehicle systems for restricting rotation of a vehicle steering system
US20160347360A1 (en) * 2015-05-26 2016-12-01 Toyota Motor Engineering & Manufacturing North America, Inc. Vehicles and Vehicle Systems For Restricting Rotation Of A Wheel Steering System
US11288890B2 (en) 2016-03-08 2022-03-29 Magna Electronics Inc. Vehicular driving assist system
US10055651B2 (en) 2016-03-08 2018-08-21 Magna Electronics Inc. Vehicle vision system with enhanced lane tracking
US10685243B2 (en) 2016-03-08 2020-06-16 Magna Electronics Inc. Vehicular driver assist system
US11756316B2 (en) 2016-03-08 2023-09-12 Magna Electronics Inc. Vehicular lane keeping system
JP2017202755A (en) * 2016-05-12 2017-11-16 株式会社Subaru Steering control device of vehicle
CN107472222A (en) * 2016-06-08 2017-12-15 现代自动车株式会社 Track for vehicle keeps control method
US10053071B2 (en) * 2016-06-08 2018-08-21 Hyundai Motor Company Lane keeping control method for vehicle
WO2018021405A1 (en) * 2016-07-27 2018-02-01 いすゞ自動車株式会社 Steering assistance device and steering assistance method
JP2018016158A (en) * 2016-07-27 2018-02-01 いすゞ自動車株式会社 Steering assist device and steering assist method
US11636179B2 (en) 2017-05-09 2023-04-25 Arriver Software Ab Apparatus for lane detection
CN107831769A (en) * 2017-11-03 2018-03-23 南通富来威农业装备有限公司 Intelligence is to row rice transplanter position real-time display method and intelligence to row rice transplanter
US11225284B2 (en) 2017-12-20 2022-01-18 Aptiv Technologies Limited Method and device for estimating a steering torque
US11606895B2 (en) 2018-11-28 2023-03-21 Zf Friedrichshafen Ag Automatic steering of an agricultural machine on an agricultural surface
EP3763589A1 (en) * 2019-07-10 2021-01-13 Baidu Online Network Technology (Beijing) Co., Ltd. Methods, apparatuses, and media for autonomously driving vehicle
US11338853B2 (en) 2019-07-10 2022-05-24 Apollo Intelligent Driving Technology (Beijing) Co., Ltd. Methods, devices, and media for autonomously driving vehicle
US11840276B2 (en) 2019-09-13 2023-12-12 Valeo Schalter Und Sensoren Gmbh Method for detecting faults related to wheels of a motor vehicle in a driving situation
CN114375271A (en) * 2019-09-13 2022-04-19 法雷奥开关和传感器有限责任公司 Method for detecting a fault associated with a wheel of a motor vehicle in a driving situation
CN112519882A (en) * 2019-09-17 2021-03-19 广州汽车集团股份有限公司 Vehicle reference track tracking method and system
CN112537297A (en) * 2019-09-20 2021-03-23 比亚迪股份有限公司 Lane keeping method and system and vehicle
CN113525510A (en) * 2020-04-15 2021-10-22 百度(美国)有限责任公司 System and method for automatically returning steering of an autonomously driven vehicle to a central location
CN111703424A (en) * 2020-05-26 2020-09-25 武汉理工大学 Intelligent networking automobile multi-sensor fusion auxiliary lane changing method and system
US20220024400A1 (en) * 2020-07-27 2022-01-27 Robert Bosch Gmbh Off-zone crash detection using lateral accelerations at different positions in a vehicle
US11648900B2 (en) * 2020-07-27 2023-05-16 Robert Bosch Gmbh Off-zone crash detection using lateral accelerations at different positions in a vehicle
CN112526986A (en) * 2020-10-28 2021-03-19 苏州极目机器人科技有限公司 Ridge-following operation method and device
CN113511188A (en) * 2021-05-27 2021-10-19 上海华兴数字科技有限公司 Method and device for vehicle transverse control, electronic equipment and storage medium
CN115805937A (en) * 2021-09-14 2023-03-17 长沙中车智驭新能源科技有限公司 Lane keeping auxiliary control method and system based on multi-point preview
WO2024026241A1 (en) * 2022-07-28 2024-02-01 Zoox, Inc. Reference trajectory validating and collision checking management

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US9037348B2 (en) 2015-05-19
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CN107054459B (en) 2020-04-07
CN103183028B (en) 2017-04-12

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